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Self-Learning Speaker Identification

Name: Self-Learning Speaker Identification
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01657619
Price: 41699 HUF
Availability: InStock
Author: Tobias Herbig
ISBN: 9783642198984

A System for Enhanced Speech Recognition

Tobias Herbig

Franz Gerl

Wolfgang Minker

Language

English

Book Hardback

Libristo code: 01657619

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, June 2011

Current speech recognition systems suffer from variation of voice §characteristics between speakers... Full description

Libristo code: 01657619

285 b

41 699 Ft

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Current speech recognition systems suffer from variation of voice §characteristics between speakers as they are usually based on speaker §independent speech models. In order to resolve this issue, adaptation §methods have been developed in many state-of-the-art systems. However, §information acquired over time is still lost whenever another speaker intermittently§uses the recognition system. This work therefore develops an integrated§approach for speech and speaker recognition in order to improve the§self-learning opportunities of the system. A speaker adaptation scheme§is introduced. It is suited for fast short-term and detailed long-term§adaptation. These adaptation profiles are then used for an efficient§speaker recognition system. The speaker identification enables the§speaker adaptation to track different speakers which results in an§optimal long-term adaptation.